{"id":"W1543839472","doi":"","title":"Proceedings, 2000 International Workshops on Parallel Processing, 21-24 August 2000, Toronto, Canada","year":2000,"lang":"en","type":"book","venue":"IEEE Computer Society Press eBooks","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Regional science; Media studies; Political science; Telecommunications; Operations research; Geography; Computer science; Sociology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001526262,0.0007457606,0.0006515668,0.00004267295,0.0001989189,0.0004356695,0.000624656,0.001013852,0.0001008419],"category_scores_gemma":[0.000001922918,0.0007619003,0.0003873722,0.00002442328,0.00004961802,0.00018676,0.00006220417,0.001124317,0.00002035777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003422519,"about_ca_system_score_gemma":0.001144357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02071834,"about_ca_topic_score_gemma":0.007249551,"domain_scores_codex":[0.9971021,0.00001811876,0.0007213997,0.000680553,0.0009079166,0.0005698664],"domain_scores_gemma":[0.9989802,0.00004439828,0.0002354915,0.0003253427,0.000197633,0.0002169723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003339204,0.00001328245,5.233846e-7,0.000198385,0.0002824568,0.00001096429,0.0007113002,0.01152472,0.000004473022,0.00007689594,0.915368,0.0717756],"study_design_scores_gemma":[0.000639043,0.00005915718,0.000005781627,0.000921296,0.00004857455,0.00002420019,0.00001620715,0.03993683,0.00007640671,0.00001976118,0.9575055,0.0007472241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001394056,0.001380532,0.003664455,0.00001244875,0.01205117,0.0009227592,0.0001357041,0.0008254331,0.9808681],"genre_scores_gemma":[0.00175951,0.0001942987,0.0008442078,0.0003977924,0.01072641,0.0001646903,0.00007863302,0.0002548313,0.9855796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07102837,"threshold_uncertainty_score":0.9994832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906564825723331,"score_gpt":0.2137805627951117,"score_spread":0.1947149145378784,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}